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founderscore
AI feasibility engine for founders
founderscore runs a 10-phase AI research pipeline on your startup idea and returns an honest feasibility score, including a "Do Not Build" verdict when the data says so. No cheerleading, no bias. Capture your idea, conduct a structured interview, and get a scored report, pitch paper, and full build plan. Built for solo founders, PMs, and career pivoters who want evidence before they commit.
Hey Product Hunt 👋
I'm James, solo founder of founderscore.
I originally created it as a tool for myself but then decided it was likely something that could save countless hours, probably a fair amount of money, and likely lots of frustration for anyone looking to create something in a space they know or pivot to something new.
Most validation tools, and AI models on their own, will tell you your idea is great. founderscore doesn't. It runs a 10-phase AI research pipeline covering market demand, competitive landscape, brand viability, IP/regulatory risk, monetization fit, and more, and gives you an honest score from 0 to 100. If the data says stop, you'll see a "Do Not Build" verdict. No softening, no spin.
What it does: You write a project brief (with help from AI if needed) then founderscore:
→ Generates a scored Feasibility Report with a multi-phased research pipeline
→ Creates an investor Pitch Paper (skip this if you're not raising capital)
→ Creates a suite of 8 technical Build Documents your AI coding tool can execute directly.
Who it's for: Solo founders, indie builders, PMs, and career pivoters who want evidence before they commit time or money to an idea.
Pricing: $49/month or $490/year (10 credits/month). Additional credits available in 5-packs. 7-day free trial with 3-free credits. There is a limited-time promo code offer for Product Hunt community members available.
Getting Started: There's a quick onboarding walkthrough to help get you started quickly and every account is seeded with two sample projects, giving you something to dig through to see how it works. The available documentation is robust and there's an AI chatbot named Vera who's always available to answer questions trained specifically on the help documentation. There's also a recommendations feature where users can recommend improvements that can be considered for the founderscore roadmap.
Good luck and happy hunting!
About founderscore on Product Hunt
“AI feasibility engine for founders”
founderscore was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #138 on the daily leaderboard. founderscore runs a 10-phase AI research pipeline on your startup idea and returns an honest feasibility score, including a "Do Not Build" verdict when the data says so. No cheerleading, no bias. Capture your idea, conduct a structured interview, and get a scored report, pitch paper, and full build plan. Built for solo founders, PMs, and career pivoters who want evidence before they commit.
On the analytics side, founderscore competes within SaaS, Developer Tools and Artificial Intelligence — topics that collectively have 1M followers on Product Hunt. The dashboard above tracks how founderscore performed against the three products that launched closest to it on the same day.
Who hunted founderscore?
founderscore was hunted by James Collier. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of founderscore including community comment highlights and product details, visit the product overview.
James Collier